{"id":"W2897490206","doi":"10.1089/neu.2018.6072","title":"Elevations in MicroRNA Biomarkers in Serum Are Associated with Measures of Concussion, Neurocognitive Function, and Subconcussive Trauma over a Single National Collegiate Athletic Association Division I Season in Collegiate Football Players","year":2018,"lang":"en","type":"article","venue":"Journal of Neurotrauma","topic":"Traumatic Brain Injury Research","field":"Medicine","cited_by":65,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"National Institute of Neurological Disorders and Stroke","keywords":"Concussion; Neurocognitive; Athletes; Medicine; American football; Football; Cohort; Physical therapy; Poison control; Injury prevention; Internal medicine; Emergency medicine; Psychiatry; Cognition","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001873565,0.0002550909,0.0007111672,0.001341561,0.00008706445,0.00004670109,0.0001348731,0.0002184941,0.00004645539],"category_scores_gemma":[0.004324402,0.000210936,0.0001030298,0.001760085,0.0002093651,0.0003544425,0.00003716968,0.0006906817,0.000001867112],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009821042,"about_ca_system_score_gemma":0.0005199945,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004823086,"about_ca_topic_score_gemma":0.001222085,"domain_scores_codex":[0.995985,0.0006729289,0.001152304,0.0003359318,0.001428093,0.0004257251],"domain_scores_gemma":[0.9954262,0.00118105,0.001340775,0.0001201155,0.001752398,0.0001794823],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.005249607,0.001252936,0.9638325,0.00008937952,0.0003817125,0.0002297097,0.001623434,0.00007046968,0.02465538,0.00002708714,0.001048489,0.001539322],"study_design_scores_gemma":[0.0145288,0.003150993,0.9763443,0.001870039,0.00008417911,0.00006979837,0.0008849622,0.0007560403,0.001888079,0.0001834565,0.00006574432,0.0001735931],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9961684,0.00007813225,0.00003196939,0.002206278,0.0001459193,0.0009087987,0.00006958252,0.00001120187,0.0003797197],"genre_scores_gemma":[0.9993604,0.00002447428,0.00007196193,0.0003272126,0.00006133937,0.00001991547,0.000008084671,0.00003908405,0.00008754661],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0227673,"threshold_uncertainty_score":0.8601722,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08859280995437137,"score_gpt":0.3225128101100384,"score_spread":0.2339200001556671,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}